If I recall correctly I used to be able to turn it off by clicking on it again, but that doesn't seem to be the case.
Relatedly is the backdrop meant to show behind every page now? This is why I want to turn it off - I was fine with it on my profile page but having it on every page just makes me think I'm in hospital when I'm not (I'm in dark mode and the particular backdrop I have is very grey)